Projects 2023/2024 Winter
A Comparison Between Aphid Detection Methodologies
Potato virus Y (PVY) [1], transmitted primarily by aphids, induces deleterious effects on potato plants.…
Projects 2022/2023 Summer
Exploring the Effectiveness of Dataset Synthesis: An Application of Apple Detection in Orchards
Deep object detection models have made significant strides, but the need for large training datasets…
Projects 2022/2023 Summer
Anomaly Detection in Human X-ray Imaging using YOLOv5
This research aims to see if it can improve computer-based anomaly detection systems for contraband…
Projects 2022/2023 Summer
Mid-air aphid detection: A comparison between state of the art object detectors
The potato virus Y can infect potatoes and heavily impact the strong position Dutch potato…
Projects 2022/2023 Summer
Bike helmet detection using resizing
We provide an object detection model that demonstrates the usability of deep learning in helmet…
Projects 2022/2023 Summer
Automated Classification of Building Defects Using Machine Learning Techniques
We propose an automated classification approach using CNNs to detect and classifybuilding components. Aerial images…
Bachelor
RGBD Apple detection in mock orchards datasetusing YOLOv5
Attaching a robotic arm on a drone and make it inspect apples in an orchard…
Bachelor
Anomaly detection in human X-Ray images with YOLOv5
This research aims to evaluate the effectiveness of a machine learning architecture for object detection,…
Bachelor
HYPER-SPECTRAL IMAGING FOR OVERLAPPING PLASTIC FLAKES SEGMENTATION
Given the hyper-spectral imaging unique potentials in grasping the polymer characteristics of different materials, it…
Bachelor
A Comparison of Deep Learning Methods for Two-wheeler Detection in Images
Traffic analysis is currently a laborious task performed manually by human experts. Object detection models…